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Research Article

Modeling accumulated degree-days for the invasive aquatic plant Oxycaryum cubense in the southeastern United States

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Article: 2346646 | Received 19 Jan 2024, Accepted 18 Apr 2024, Published online: 29 Apr 2024

References

  • Arazi Y, Wolf S, Marani A. 1993. A prediction of developmental stages in potato plants based on the accumulation of heat units. Agric. Syst. 43(1):1–12. doi: 10.1016/0308-521X(93)90091-F.
  • Barbosa AM, Brown JA, Jimenez-Valverde A, Real R. 2022. Package ‘modEvA’. R Package, Version 3.5. URL: https://cran.r-project.org/web/packages/modEvA/modEvA.pdf. Date accessed: 03-08-22.
  • Bryson CT, Carter R. 2008. The significance of Cyperaceae as weeds. Monogr. Syst. Bot. Mo. Bot. Gard. 108:15–10.
  • Bryson CT, Maddox VL, Carter R. 2008. Spread of Cuban club-rush (Oxycaryum Cubense) in the southeastern United States. Invasive Plant Sci. Manage. 1(3):326–329. doi: 10.1614/IPSM-08-083.1.
  • Burnett DA, Champion PD, Clayton JS, Ogden J. 2007. A system for investigation of the temperature responses of emergent aquatic plants. Aquat. Bot. 86(2):187–190. doi: 10.1016/j.aquabot.2006.09.015.
  • Carter R. 2005. An introduction to the sedges of Georgia. Tipularia. 20:15–44.
  • Chapman AW. 1889. Flora of the southern states. 2nd ed. New York: Ivison, Blakeman and Company.
  • Clarke M, Wersal RM, Turnage G. 2023. Seasonal phenology and starch allocation patterns of Cuban bulrush (Oxycaryum cubense) growing in Mississippi, USA. Aquat. Bot. 186:103627. doi: 10.1016/j.aquabot.2023.103627.
  • Dancey CP, Reidy JG. 2004. Statistics Without Maths for Psychology: using SPSS for Windows. New York: Prentice Hall.
  • Finch DM, Butler JL, Runyon JB, Fettig CJ, Kilkenny FF, Jose S, Frankel SJ, Cushman SA, Cobb RC, Dukes JS, et al. 2021. Effects of climate change on invasive species. In: Poland, TM, Patel-Weynand, T, Finch, DM, Miniat, CF, Hayes, DC, Lopez, VM, editors, Invasive Species in Forests and Rangelands of the United States. Cham: Springer. https://doi.org/10.1007/978-3-030-45367-1_4
  • Forcella F, Banken KR. 1996. Relationships among green foxtail (Setaria viridis) seedling development, growing degree-days, and time of nicosulfuron application. Weed Technol. 10(1):60–67. doi: 10.1017/S0890037X00045711.
  • Fox J, Weisberg S, Price B. 2022. Package ‘car’. R Package, Version 3.1-0. URL: https://cran.r-project.org/web/packages/car/car.pdf. Date accessed: 03-08-22.
  • Grippo M, Fox L, Hayse J, Hlohowskyj I, Allison T. 2014. Risk of adverse impacts from the movement through the CAWS and establishment of aquatic nuisance species in the Great Lakes and Mississippi River basins. U. S. Army Corps of Engineers, Great Lakes and Mississippi River Inter Basin Study Final Report. Part 2: 410 pp. appendix E.
  • Hayhoe HN, Dwyer LM. 1990. Relationship between percentage emergence and growing degree-days for corn. Can J Soil Sci. 70(3):493–497. doi: 10.4141/cjss90-048.
  • Hosmer DW, Lemeshow S, Sturdivant RX. 2013. Applied Logistic Regression. Hoboken, NJ:Wiley.
  • IPCC. 2022. Framing and context. In global warming of 1.5 °C: IPCC special report on impacts of global warming of 1.5 °C above pre-industrial levels in context of strengthening response to climate change, sustainable development, and efforts to eradicate poverty. p. 49–92. Cambridge: Cambridge University Press. doi: 10.1017/9781009157940.003.
  • Kriticos DJ, Brunel S. 2016. Assessing and managing the current and future pest risk from water hyacinth, (Eichhornia crassipes), an invasive aquatic plant threatening the environment and water security. PLOS One. 11(8):e0120054. doi: 10.1371/journal.pone.0120054.
  • Kuznetsova A, Brockhoff PB, Christensen RHB. 2020. Package ‘ImerTest’. R Package, Version 3.1-3. URL: https://cran.r-project.org/web/packages/lmerTest/lmerTest.pdf. Date accessed: 03-08-22.
  • Lenth RV. 2022. Package ‘emmeans’. R Package, Version 1.7.5. URL: https://cran.r-project.org/web/packages/emmeans/emmeans.pdf. Date accessed: 03-08-22.
  • Mangiafico S. 2022. Package ‘rcompanion’. R Package, Version 2.4.16. URL: https://cran.r-project.org/web/packages/rcompanion/rcompanion.pdf. Date accessed: 03-08-22.
  • McFarland DG, Nelson LS, Grodowitz MJ, Smart RM, Owens CS. 2004. Salvinia molesta DS Mitchell (giant salvinia) in the United States: a review of species ecology and approaches to management (No. ERDC/EL-SR-04-2). US Army Corps of Engineers, Engineer Research and Development Center Vicksburg, MS Environmental Lab. :33. p.
  • McMaster GS, Wilhelm W. 1997. Growing degree-days: one Equation, Two Interpretations. Publications from USDA-ARS/UNL Faculty. Paper 83. http://digitalcommons.unl.edu/usdaarsfacpub/83.
  • (NOAA) National Centers for Environmental information. 2023. Climate at a glance: statewide mapping. In: National Climatic Data Center. National Oceanic and Atmospheric Administration, National Centers for Environmental Information. https://www.ncdc.noaa.gov/cag/statewide/mapping/110/tavg/202201/1/value. Accessed 01 Aug 2023.
  • Nowosad J. 2021. Package ‘pollen’. R Package, Version 0.82.0. URL: https://cran.r-project.org/web/packages/pollen/pollen.pdf. Date accessed: 03-08-22.
  • Ogle D, Doll J, Wheeler P, Dinno A. 2022. Package ‘FSA’. R Package, Version 0.9.3. URL: https://cran.r-project.org/web/packages/FSA/FSA.pdf. Date accessed: 03-08-22.
  • Oke TR. 1987. Boundary layer climates. London England: Routledge,.
  • Pinheiro J, Bates D. 2022. Package ‘nlme’. R Package, Version 3.1-158. URL: https://cran.r-project.org/web/packages/nlme/nlme.pdf. Date accessed: 03-08-22.
  • Pruim R, Kaplan DT, Horton NJ. 2021. Package ‘mosaic’. R Package, Version 1.8.3. URL: https://cran.r-project.org/web/packages/mosaic/mosaic.pdf. Date accessed: 03-08-22.
  • Pryor S, Barthelmie R, Schoof J. 2013. High-resolution projections of climate-related risks for the Midwestern USA. Clim Res. 56(1):61–79. doi: 10.3354/cr01143.
  • R Core Team. 2022. R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. www.R-project.org/.
  • Revelle W. 2022. Package ‘psych’. R Package, Version 2.2.5. URL: https://cran.r-project.org/web/packages/psych/psych.pdf. Date accessed: 03-08-22.
  • Riis T, Olesen B, Clayton J, Lambertini C, Brix H, Sorrell B. 2012. Growth and morphology in relation to temperature and light availability during the establishment of three invasive aquatic plant species. Aquat. Bot. 102:56–64. doi: 10.1016/j.aquabot.2012.05.002.
  • Ritz C, Strebig JC. 2016. Package ‘drc’. R Package, Version 3.0-1. URL: https://cran.r-project.org/web/packages/drc/drc.pdf. Date accessed: 03-08-22.
  • Robinson D, Hayes A, Couch S. 2022. Package ‘broom’. R Package, Version 1.0.0. URL: https://cran.r-project.org/web/packages/broom/broom.pdf. Date accessed: 03-08-22.
  • Roltsch WJ, Zalom FG, Strawn AJ, Strand JF, Pitcairn MJ. 1999. Evaluation of several degree-day estimation methods in California climates. Inter. J. Biometeor. 42(4):169–176. doi: 10.1007/s004840050101.
  • Sanderson MA, Karnezo TP, Matches AG. 1994. Morphological development of alfalfa as a function of degree-days. J. Product. Agric. 7(2):239–242. doi: 10.2134/jpa1994.0239.
  • Sartain BT, Turnage G, Madsen JD. 2014. Aquatic plant community and invasive plant management assessment of the Ross Barnett reservoir, MS in 2013. Geosystems Res Inst Report. 5062:34 p.
  • SERNEC. 2022. Southeastern regional network of expertise and collections. http://sernecportal.org/portal/collections/index.php. Accessed 24 May 2023.
  • Snyder R. 1985. Hand calculating degree-days. Agric. For. Meteorol. 35(1–4):353–358. doi: 10.1016/0168-1923(85)90095-4.
  • Snyder RL, Spano D, Cesaraccio C, Duce P. 1999. Determining degree-day thresholds from field observations. Int. J. Biometeorol. 42(4):177–182. doi: 10.1007/s004840050102.
  • Spencer DF, Ksander GG, Madsen JD, Owens CS. 2000. Emergence of vegetative propagules of Potamogeton nodosus, Potamogeton pectinatus, Vallisneria Americana, and Hydrilla verticillata based on accumulated degree-days. Aquat. Bot. 67(3):237–249. doi: 10.1016/S0304-3770(00)00091-7.
  • Spencer DF, Ksander GG. 2006. Estimating Arundo donax ramet recruitment using degree-day-based equations. Aquat. Bot. 85(4):282–288. doi: 10.1016/j.aquabot.2006.06.001.
  • Squires AC, Turnage G, Wersal RM. 2024. Modeling accumulated degree-days for the invasive aquatic plants Oxycaryum cubense and Eichhornia crassipes in Mississippi. J. Aquat. Plant Manage. 62:23–29 doi: 10.57257/JAPM-D-23-00006.
  • Turnage G, Madsen JD, Wersal RM. 2018. Phenology of curlyleaf pondweed (Potamogeton crispus L.) in the southeastern United States: a two-year mesocosm study. J. Aquat. Plant Manage. 56:35–38.
  • Turnage G, Shoemaker C. 2017. 2017 Survey of aquatic plant species in Mississippi waterbodies. Geosystems Res Inst Report. 5077:69 p.
  • UC IPM. 2016. About Degree-Days. In: how to Manage Pests: degree Days. Agriculture and Natural Resources, University of California. https://ipm.ucanr.edu/WEATHER/ddconcepts.html.
  • Villamagna AM, Murphy BR. 2010. Ecological and socio-economic impacts of invasive E. crassipes (Eichhornia crassipes): a review. Freshw. Biol. 55(2):282–298. doi: 10.1111/j.1365-2427.2009.02294.x.
  • Vose RS, Easterling DR, Kunkel KE, LeGrande AN, Wehner MF. 2017. Temperature changes in the United States. In: Wuebbles, DJ, Fahey, DW, Hibbard, KA, Dokken, DJ, Stewart, BC, Maycock, TK, editors. Climate Science Special Report: Fourth National Climate Assessment. U.S. Global Change Research Program; Vol. 1, p. 185–206. doi: 10.7930/J0N29V45.
  • Watson AL, Madsen JD. 2014. The effect of the herbicide and growth stage on Cuban club-rush (Oxycaryum cubense) control. J Aquat. Plant Manage. 52:71–74.
  • Wickham H, Hester J, Chang W, Bryan J. 2022. Package ‘devtools’. R Package, Version 2.4.4. URL: https://cran.r-project.org/web/packages/devtools/devtools.pdf. Date accessed: 03-08-22.
  • Wickham H. 2022. Package ‘tidyverse’. R Package, Version 1.3.2. URL: https://cran.r-project.org/web/packages/tidyverse/tidyverse.pdf. Date accessed: 03-08-22.
  • Wilson JR, Holst N, Rees M. 2005. Determinants and patterns of population growth in E. crassipes. Aquat. Bot. 81(1):51–67. doi: 10.1016/j.aquabot.2004.11.002.
  • Woolf TE, Madsen JD. 2003. Seasonal biomass and carbohydrate allocation patterns in southern Minnesota curlyleaf pondweed populations. J. Aquat. Plant Manage. 41:113–118.
  • Yang S, Logan J, Coffey DL. 1994. Mathematical formulae for calculating the base temperature for growing degree days. Agri. Forest Meteor. 74(1-2):61–74. doi: 10.1016/0168-1923(94)02185-M.
  • Zalom F, Goodell P, Wilson L, Barnett WW, Bentley WJ. 1983. Degree-Days, the Calculation and Use of Heat Units in Pest Management: University of California Division of Agriculture and Natural Resources Leaflet 21373. Berkeley: University of California.